CM-TTA adapts SAM3 for medical segmentation at test time via semantic consistency-based augmentation selection and dual long-short prompt memory for stable pseudo-label generation.
Journal of Medical Physics35(1), 3–14 (2010)
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Concept Alignment Contrast and Long-Short Prompt Memory for Test-Time Adaptation of SAM3 in Medical Image Segmentation
CM-TTA adapts SAM3 for medical segmentation at test time via semantic consistency-based augmentation selection and dual long-short prompt memory for stable pseudo-label generation.